diff --git a/www/extract-section-titles.py b/www/extract-section-titles.py
new file mode 100755
index 00000000..ad0e608b
--- /dev/null
+++ b/www/extract-section-titles.py
@@ -0,0 +1,40 @@
+#!/usr/bin/env python
+"""
+Extract and print level 1 and 2 titles from workshop slides.
+"""
+
+with open("htdocs/index.html", "r") as f:
+    data = f.read()
+
+# @jpetazzo abuses "class: title" to make a point sometimes
+skip = [
+    "Why?",
+    "---",
+    "But ...",
+    "WHY?!?",
+]
+
+# Ditch linebreaks from main section titles
+replace = [
+    "<br/>",
+]
+
+# remove blank lines
+sections = [x for x in data.split('\n') if x] # and x not in skip]
+sections = "\n".join(sections)
+sections = sections.split('class: title')
+del(sections[0]) # delete the CSS frontmatter
+
+for section in sections:
+    lines = [x for x in section.split("\n") if x]
+
+    if lines[0] not in skip:
+        title = lines[0]
+        title = title.replace("<br/> ", "")
+        title = title.replace("# ", "")
+        del(lines[0])
+        print("{}".format(title))
+
+    titles = [x[2:] for x in lines if x.startswith("# ")]
+    for title in titles:
+        print("\t{}".format(title))